SpatialBSS: Blind Source Separation for Multivariate Spatial Data

Blind source separation for multivariate spatial data based on simultaneous/joint diagonalization of (robust) local covariance matrices. This package is an implementation of the methods described in Bachoc, Genton, Nordhausen, Ruiz-Gazen and Virta (2020) <doi:10.1093/biomet/asz079>.

Package details

AuthorChristoph Muehlmann [aut] (<https://orcid.org/0000-0001-7330-8434>), Mika Sipil<e4> [aut] (<https://orcid.org/0000-0002-5912-840X>), Klaus Nordhausen [aut, cre] (<https://orcid.org/0000-0002-3758-8501>), Sara Taskinen [aut] (<https://orcid.org/0000-0001-9470-7258>), Joni Virta [aut] (<https://orcid.org/0000-0002-2150-2769>)
MaintainerKlaus Nordhausen <klausnordhausenR@gmail.com>
LicenseGPL (>= 2)
Version0.14-0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SpatialBSS")

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SpatialBSS documentation built on July 26, 2023, 5:37 p.m.